Eloïse Berthier
8
Documents
Publications
Publications
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Time-Varying Gaussian Process Bandit Optimization with Experts: No-Regret in Logarithmically-Many Side QueriesMachine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2025, Sep 2025, Porto, Portugal. pp.164-182, ⟨10.1007/978-3-032-06096-9_10⟩
Communication dans un congrès
hal-05329399
v1
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On double descent in reinforcement learning with LSTD and random featuresICLR 2024 - The Twelfth International Conference on Learning Representations, May 2024, Vienna, Austria
Communication dans un congrès
hal-04628067
v1
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Infinite-Dimensional Sums-of-Squares for Optimal Control61st IEEE Conference on Decision and Control, IEEE, Dec 2022, Cancun, Mexico
Communication dans un congrès
hal-03377120
v1
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A Non-asymptotic Analysis of Non-parametric Temporal-Difference LearningNeurIPS 2022 - Neural Information Processing Systems, Nov 2022, New Orleans (LA), United States
Communication dans un congrès
hal-03672958
v1
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Fast and Robust Stability Region Estimation for Nonlinear Dynamical SystemsEuropean Control Conference (ECC) 2021, Jun 2021, Rotterdam, Netherlands
Communication dans un congrès
hal-02984348
v2
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KernelSOS for Global Sampling-Based Optimal Control and Estimation via Semidefinite Programming2025
Pré-publication, Document de travail
hal-05184030
v1
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CLIP-QDA: An Explainable Concept Bottleneck ModelTransactions on Machine Learning Research Journal, 2024
Article dans une revue
hal-04605490
v1
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Max-Plus Linear Approximations for Deterministic Continuous-State Markov Decision ProcessesIEEE Control Systems Letters, 2020, 4 (3), pp.767-772. ⟨10.1109/LCSYS.2020.2973199⟩
Article dans une revue
hal-02617479
v1
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